LABORATORY

實驗室介紹
  • 實驗室名稱 :

    ESG永續金融與智能理財實驗室

  • 實驗室成員 :

    顏盟峯(負責)、黃華瑋、黃仁暐、陳必晟、陳牧言、劉梧柏

主要研究方向
  • 智能理財系統導入與客製化
  • 共同基金推薦與評等
  • 跨資產類別ETF smart beta 策略研究與產學合作
  • 股票量化策略與資訊系統
近期文章發表
  1. Yen, M. F., Huang, Y. P., Yu, L. C., & Chen, Y. L. "A two-dimensional sentiment analysis of online public opinion and future financial performance of publicly listed companies." Computational Economics (2021): 1-22.
  2. Liu, W. P., Yen, M. F., & Wu, T. Y. "Mining of Key Audit Matters in Audit Reports: A Deep Learning-Based Natural Language Processing Approach." 1st International Conference of the Journal of Information Systems, 2021.
  3. Yen, M. F., Hsu, Y. L., & Huang, Y. S. "A Study of How the Textual Attributes of 10-K Filings are Associated with the Big-Five Personality Traits of CEOs." International Trends and Prospects Forum of FinTech, RegTech and Green Finance, 2021.
  4. 顏盟峯、張文譯。投資者情緒與舉債決策、債務期限之關係。2021中華會計教育學會年會、2021。
  5. 林嘉慧、王政翰、顏盟峯。異常報酬、公司治理與私募股權折價之關係。台大會計與審計論叢、2020。
  6. Yen, M. F., Zheng, J. R., & Hsu, Y. L. "Applying Deep Learning Techniques to Study Corporate Social Responsibility Reports and Firm Performance." The ninth conference of Journal of Accounting and Public Policy, 2020.
  7. Tsai, Y. C., & Huang, H. W. "Internal control material weakness opinions and the market’s reaction to securities fraud litigation announcements." Finance Research Letters 41 (2021): 101833.
  8. Liu, W. P., & Huang, H. W. "Internal control opinion shopping and initial audit fee discounting: Evidence from U.S. domestic and cross-listed foreign firms." The Eighth International Conference of the Journal of the International Accounting Research, 2021.
  9. Yu, C. C., Wu, T. Z., & Huang, H. W. "Audit office’s unused capacity and audit quality." 22nd Asia Pacific Management Conference, 2021.
  10. Chen, Y. J., Feng, Z. Y., Li, Y. P., & Huang, H. W. "The economic consequences of US FDA new drug approvals: evidence from Taiwan pharmaceutical and biotech companies." Innovation 23.3 (2021): 354-374.
  11. Liu, W. P., & Huang, H. W. "Auditor realignment, voluntary SOX 404 adoption, and internal control material weakness remediation: Further evidence from US-listed foreign firms." International Business Review 29.5 (2020): 101712.
  12. Tsai, Y. L., & Huang, H. W. "Does Convergent-IFRS Adoption in China Increase Audit Fees?." Review of Pacific Basin Financial Markets and Policies 23.01 (2020): 2050006.
  13. Liang, S. H., Liu, W. P., & Huang, H. W. "Firm-Value Effects of Financial Technology Reputation." International conference on advanced technology innovation, 2020.
  14. Liu, W. P., Shih, K. H., & Huang, H. W. "Can FinTech Reduce Reporting Lags?" International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
  15. Liang, S. H., Liu, W. P., & Huang, H. W. "The Association between the FinTech Rating and Firm Value." International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
  16. Wu, S. J., Liu, W. P., & Huang, H. W. "The Association Between Financial Technology and Cost of Debt Capital." International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
  17. Liang, S. H., Liu, W. P., & Huang, H. W. "FinTech Rating and Firm Value." Fintech Research Forum, 2020.
  18. Lin, C. C., Liu, W. P., & Huang, H. W. "The Relation between Corporate Governance Evaluation and Financial Performance and Firm Value: Evidence from Corporate Governance Evaluation of Taiwan Listed Firms." International Journal of Commerce and Strategy 10.1 (2018): 23-46.
  19. Lin, S., Liu, W. P., & Ma, M. "Mispricing of Other Comprehensive Income: Does the location of reporting OCI matter?" European Accounting Association Annual Congress, 2021.
  20. Wu, S. B., & Liu, W. P. "Who selects the wrong person? Evidence of Chief Accounting Officer unqualification from Taiwan." The Eighth International Conference of the Journal of the International Accounting Research, 2021.
  21. Liang, S. H., & Liu, W. P. "The Association between FinTech Rating and Firm Value." 29TH Annual Pacific Basin Finance, Economics, Accounting and Management Conference, 2021.
  22. Wu, S. J., & Liu, W. P.. "The Impact of FinTech Rating on Cost of Debt Capitals." NCKU Accounting and Fintech Research Forum, 2020.
  23. Liu, W. P., & Shih, K. H. "Can FinTech Reduce Audit Reporting Lag?" Fintech Research Forum, 2020.
產學合作成果

遠東商業銀行

透過本次合作提供遠銀創造差異化的投資理財服務,AI即將取代傳統理專介紹基金的方式,以網路文字大數據加上基金過往績效和經理人特性為機器學習模型分析的基礎,為客戶提供最及時投資熱區和智能基金推薦清單。

 

聖喬科技股份有限公司

透過移轉發明專利「模型評量與選擇的系統與方法」(中華民國證書號I560635)給聖喬科技,協助該新創FinTech公司提升技術層次,推出低門檻、高效率的共同基金智能推薦系統給機構和高淨值客戶。

合作夥伴
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